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. 2011 Mar 8;12:69. doi: 10.1186/1471-2105-12-69

Table 10.

Baseline and best results for NB, SVM, CRF

Acc. F-Measure
S1 OBJ METH RES CON
BL .29 .23 .23 .39 .18
NB .82 .85 .75 .85 .71
SVM .89 .90 .81 .90 .90
CRF .85 .87 .72 .87 .81

S2 BKG OBJ METH RES CON REL FUT
BL .25 .13 .08 .22 .40 .13 - -
NB .76 .79 .25 .70 .83 .66 - -
SVM .90 .94 .88 .85 .91 .88 1.0 -
CRF .85 .92 .69 .77 .88 .75 - .33

S3 HYP MOT BKG GOAL OBJT EXP MOD METH OBS RES CON
BL .15 - .10 .06 .04 .06 .11 - .13 .24 .15 .17
NB .53 - .56 - - - .30 - .32 .61 .59 .62
SVM .81 - .82 .62 .62 .85 .70 - .89 .82 .86 .87
CRF .71 - .74 .49 .72 .67 .59 - .58 .71 .56 .82